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医学影像数据分类方法研究综述 被引量:9

Overview of Medical Image Classification Methods
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摘要 分类是医学影像图像计算机辅助诊断和模式识别领域的一个研究热点。本文在广泛文献调研的基础上,回顾了医学影像图像分类方法的发展历程,分析了其研究现状,对分类方法进行了较为全面的综述,并对其进行分类和比较,最后总结了医学影像数据分类挖掘研究领域存在的问题和发展前景。 Classification image computer-aided diagnosis in medical imaging and pattern recognition of a hotspot.In this paper,based on extensive investigation of literature,the development history of medical image classification methods is reviewed,an analysis of its research status,a more comprehensive overview of the classification,its classification and comparison,which are presented.At last,we discuss the medical image data classification mining areas of research problems and prospects.
出处 《中国医学物理学杂志》 CSCD 2011年第6期3007-3011,共5页 Chinese Journal of Medical Physics
基金 国家自然科学基金(No.30960097) 新疆医科大学创新基金(No.XJC201089)
关键词 医学影像 数据挖掘 图像分类 medical imaging data mining image classification
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